Early environment and neurobehavioral development predict adult temperament clusters
Background: Investigation of the environmental influences on human behavioral phenotypes is important for our understanding of the causation of psychiatric disorders. However, there are complexities associated with the assessment of environmental influences on behavior. Methods/Principal Findings: W...
Published in: | PLoS ONE |
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Main Authors: | , , , , , , , , , , , , , , |
Other Authors: | , , , , , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Public Library of Science
2012
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Online Access: | https://aaltodoc.aalto.fi/handle/123456789/25683 https://doi.org/10.1371/journal.pone.0038065 |
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author | Congdon, Eliza Service, Susan Wessman, Jaana Seppänen, Jouni K. Schönauer, Stefan Miettunen, Jouko Turunen, Hannu Koiranen, Markku Joukamaa, Matti Järvelin, Marjo-Riitta Peltonen, Leena Veijola, Juha Mannila, Heikki Paunio, Tiina Freimer, Nelson B. |
author2 | Tietojenkäsittelytieteen laito Helsinki Institute for Information Technology (HIIT) University of California, Los Angeles University of Helsinki University of Oulu Tampere University Aalto University Finnish Institute for Health and Welfare (THL) Aalto-yliopisto |
author_facet | Congdon, Eliza Service, Susan Wessman, Jaana Seppänen, Jouni K. Schönauer, Stefan Miettunen, Jouko Turunen, Hannu Koiranen, Markku Joukamaa, Matti Järvelin, Marjo-Riitta Peltonen, Leena Veijola, Juha Mannila, Heikki Paunio, Tiina Freimer, Nelson B. |
author_sort | Congdon, Eliza |
collection | Aalto University Publication Archive (Aaltodoc) |
container_issue | 7 |
container_start_page | e38065 |
container_title | PLoS ONE |
container_volume | 7 |
description | Background: Investigation of the environmental influences on human behavioral phenotypes is important for our understanding of the causation of psychiatric disorders. However, there are complexities associated with the assessment of environmental influences on behavior. Methods/Principal Findings: We conducted a series of analyses using a prospective, longitudinal study of a nationally representative birth cohort from Finland (the Northern Finland 1966 Birth Cohort). Participants included a total of 3,761 male and female cohort members who were living in Finland at the age of 16 years and who had complete temperament scores. Our initial analyses (Wessman et al., in press) provide evidence in support of four stable and robust temperament clusters. Using these temperament clusters, as well as independent temperament dimensions for comparison, we conducted a data-driven analysis to assess the influence of a broad set of life course measures, assessed pre-natally, in infancy, and during adolescence, on adult temperament. Results: Measures of early environment, neurobehavioral development, and adolescent behavior significantly predict adult temperament, classified by both cluster membership and temperament dimensions. Specifically, our results suggest that a relatively consistent set of life course measures are associated with adult temperament profiles, including maternal education, characteristics of the family's location and residence, adolescent academic performance, and adolescent smoking. Conclusions: Our finding that a consistent set of life course measures predict temperament clusters indicate that these clusters represent distinct developmental temperament trajectories and that information about a subset of life course measures has implications for adult health outcomes. Peer reviewed |
format | Article in Journal/Newspaper |
genre | Northern Finland |
genre_facet | Northern Finland |
id | ftaaltouniv:oai:aaltodoc.aalto.fi:123456789/25683 |
institution | Open Polar |
language | English |
op_collection_id | ftaaltouniv |
op_doi | https://doi.org/10.1371/journal.pone.0038065 |
op_relation | PloS one Volume 7, issue 7, pp. 1-9 PURE FILEURL: https://research.aalto.fi/files/12866362/journal.pone.0038065.pdf PURE LINK: http://www.scopus.com/inward/record.url?scp=84864023988&partnerID=8YFLogxK https://aaltodoc.aalto.fi/handle/123456789/25683 doi:10.1371/journal.pone.0038065 |
op_rights | openAccess |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | openpolar |
spelling | ftaaltouniv:oai:aaltodoc.aalto.fi:123456789/25683 2025-03-30T15:22:08+00:00 Early environment and neurobehavioral development predict adult temperament clusters Congdon, Eliza Service, Susan Wessman, Jaana Seppänen, Jouni K. Schönauer, Stefan Miettunen, Jouko Turunen, Hannu Koiranen, Markku Joukamaa, Matti Järvelin, Marjo-Riitta Peltonen, Leena Veijola, Juha Mannila, Heikki Paunio, Tiina Freimer, Nelson B. Tietojenkäsittelytieteen laito Helsinki Institute for Information Technology (HIIT) University of California, Los Angeles University of Helsinki University of Oulu Tampere University Aalto University Finnish Institute for Health and Welfare (THL) Aalto-yliopisto 2012-07-18 application/pdf https://aaltodoc.aalto.fi/handle/123456789/25683 https://doi.org/10.1371/journal.pone.0038065 en eng Public Library of Science PloS one Volume 7, issue 7, pp. 1-9 PURE FILEURL: https://research.aalto.fi/files/12866362/journal.pone.0038065.pdf PURE LINK: http://www.scopus.com/inward/record.url?scp=84864023988&partnerID=8YFLogxK https://aaltodoc.aalto.fi/handle/123456789/25683 doi:10.1371/journal.pone.0038065 openAccess A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä publishedVersion 2012 ftaaltouniv https://doi.org/10.1371/journal.pone.0038065 2025-03-03T01:39:42Z Background: Investigation of the environmental influences on human behavioral phenotypes is important for our understanding of the causation of psychiatric disorders. However, there are complexities associated with the assessment of environmental influences on behavior. Methods/Principal Findings: We conducted a series of analyses using a prospective, longitudinal study of a nationally representative birth cohort from Finland (the Northern Finland 1966 Birth Cohort). Participants included a total of 3,761 male and female cohort members who were living in Finland at the age of 16 years and who had complete temperament scores. Our initial analyses (Wessman et al., in press) provide evidence in support of four stable and robust temperament clusters. Using these temperament clusters, as well as independent temperament dimensions for comparison, we conducted a data-driven analysis to assess the influence of a broad set of life course measures, assessed pre-natally, in infancy, and during adolescence, on adult temperament. Results: Measures of early environment, neurobehavioral development, and adolescent behavior significantly predict adult temperament, classified by both cluster membership and temperament dimensions. Specifically, our results suggest that a relatively consistent set of life course measures are associated with adult temperament profiles, including maternal education, characteristics of the family's location and residence, adolescent academic performance, and adolescent smoking. Conclusions: Our finding that a consistent set of life course measures predict temperament clusters indicate that these clusters represent distinct developmental temperament trajectories and that information about a subset of life course measures has implications for adult health outcomes. Peer reviewed Article in Journal/Newspaper Northern Finland Aalto University Publication Archive (Aaltodoc) PLoS ONE 7 7 e38065 |
spellingShingle | Congdon, Eliza Service, Susan Wessman, Jaana Seppänen, Jouni K. Schönauer, Stefan Miettunen, Jouko Turunen, Hannu Koiranen, Markku Joukamaa, Matti Järvelin, Marjo-Riitta Peltonen, Leena Veijola, Juha Mannila, Heikki Paunio, Tiina Freimer, Nelson B. Early environment and neurobehavioral development predict adult temperament clusters |
title | Early environment and neurobehavioral development predict adult temperament clusters |
title_full | Early environment and neurobehavioral development predict adult temperament clusters |
title_fullStr | Early environment and neurobehavioral development predict adult temperament clusters |
title_full_unstemmed | Early environment and neurobehavioral development predict adult temperament clusters |
title_short | Early environment and neurobehavioral development predict adult temperament clusters |
title_sort | early environment and neurobehavioral development predict adult temperament clusters |
url | https://aaltodoc.aalto.fi/handle/123456789/25683 https://doi.org/10.1371/journal.pone.0038065 |